Overview

Brought to you by YData

Dataset statistics

Number of variables	30
Number of observations	340
Missing cells	92
Missing cells (%)	0.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	79.8 KiB
Average record size in memory	240.4 B

Variable types

Text	8
Categorical	5
Numeric	17

Alerts

`Carbohydrates` is highly overall correlated with `Energy` and 1 other fields	High correlation
`Category` is highly overall correlated with `Country` and 1 other fields	High correlation
`Cholestrol` is highly overall correlated with `Dietary_Fibre` and 4 other fields	High correlation
`Country` is highly overall correlated with `Category` and 10 other fields	High correlation
`Customers` is highly overall correlated with `Gross_Profit_Margin` and 1 other fields	High correlation
`Dietary_Fibre` is highly overall correlated with `Cholestrol` and 4 other fields	High correlation
`Energy` is highly overall correlated with `Carbohydrates` and 5 other fields	High correlation
`Gross_Profit_Margin` is highly overall correlated with `Country` and 1 other fields	High correlation
`Latitude` is highly overall correlated with `Country` and 6 other fields	High correlation
`Longitude` is highly overall correlated with `Country` and 6 other fields	High correlation
`Number_of_Employees` is highly overall correlated with `Country` and 2 other fields	High correlation
`Ownership_Type` is highly overall correlated with `Country` and 6 other fields	High correlation
`Postcode` is highly overall correlated with `Country` and 2 other fields	High correlation
`Profits` is highly overall correlated with `Country` and 6 other fields	High correlation
`Protein` is highly overall correlated with `Cholestrol` and 4 other fields	High correlation
`Revenue` is highly overall correlated with `Country` and 5 other fields	High correlation
`Saturated_Fat` is highly overall correlated with `Cholestrol` and 5 other fields	High correlation
`State` is highly overall correlated with `Category` and 6 other fields	High correlation
`Sugars` is highly overall correlated with `Carbohydrates`	High correlation
`Timezone` is highly overall correlated with `Country` and 5 other fields	High correlation
`Total_Fat` is highly overall correlated with `Cholestrol` and 4 other fields	High correlation
`Trans_Fat` is highly overall correlated with `Saturated_Fat`	High correlation
`Phone_Number` has 92 (27.1%) missing values	Missing
`Store_ID` has unique values	Unique
`Store_Name` has unique values	Unique
`Profits` has unique values	Unique
`Gross_Profit_Margin` has unique values	Unique
`Best_Selling_Item` has unique values	Unique
`Energy` has 18 (5.3%) zeros	Zeros
`Protein` has 50 (14.7%) zeros	Zeros
`Total_Fat` has 71 (20.9%) zeros	Zeros
`Saturated_Fat` has 83 (24.4%) zeros	Zeros
`Trans_Fat` has 229 (67.4%) zeros	Zeros
`Cholestrol` has 70 (20.6%) zeros	Zeros
`Carbohydrates` has 19 (5.6%) zeros	Zeros
`Sugars` has 36 (10.6%) zeros	Zeros
`Dietary_Fibre` has 117 (34.4%) zeros	Zeros

Reproduction

Analysis started	2025-05-18 04:33:22.399151
Analysis finished	2025-05-18 04:34:00.844614
Duration	38.45 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Store_ID
Text

Unique

Distinct	340
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	12
Median length	12
Mean length	11.385294
Min length	7

Characters and Unicode

Total characters	3871
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	340 ?
Unique (%)	100.0%

Sample

1st row	23149-228271
2nd row	23191-228548
3rd row	23193-228546
4th row	23180-228545
5th row	24457-238129

Value	Count	Frequency (%)
24457-238129	1	0.3%
76302-96624	1	0.3%
23149-228271	1	0.3%
23191-228548	1	0.3%
13253-106320	1	0.3%
10375-99782	1	0.3%
78073-106971	1	0.3%
18029-182674	1	0.3%
47251-251624	1	0.3%
11848-105625	1	0.3%
Other values (330)	330	97.1%

Most occurring characters

Value	Count	Frequency (%)
2	571	14.8%
1	452	11.7%
7	353	9.1%
4	342	8.8%
-	340	8.8%
0	329	8.5%
6	312	8.1%
9	311	8.0%
3	298	7.7%
5	293	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3531	91.2%
Dash Punctuation	340	8.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	571	16.2%
1	452	12.8%
7	353	10.0%
4	342	9.7%
0	329	9.3%
6	312	8.8%
9	311	8.8%
3	298	8.4%
5	293	8.3%
8	270	7.6%

Dash Punctuation

Value	Count	Frequency (%)
-	340	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3871	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	571	14.8%
1	452	11.7%
7	353	9.1%
4	342	8.8%
-	340	8.8%
0	329	8.5%
6	312	8.1%
9	311	8.0%
3	298	7.7%
5	293	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3871	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	571	14.8%
1	452	11.7%
7	353	9.1%
4	342	8.8%
-	340	8.8%
0	329	8.5%
6	312	8.1%
9	311	8.0%
3	298	7.7%
5	293	7.6%

Store_Name
Text

Unique

Distinct	340
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	35
Median length	25
Mean length	20.708824
Min length	4

Characters and Unicode

Total characters	7041
Distinct characters	72
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	340 ?
Unique (%)	100.0%

Sample

1st row	Banjara Hills
2nd row	Kukatpally
3rd row	Madhapur
4th row	Jubilee Hills
5th row	Hi-Tech City

Value	Count	Frequency (%)
	152	12.7%
target	30	2.5%
west	15	1.3%
ave	12	1.0%
mall	12	1.0%
hwy	12	1.0%
kroger	11	0.9%
st	10	0.8%
city	10	0.8%
plaza	9	0.8%
Other values (656)	926	77.2%

Most occurring characters

Value	Count	Frequency (%)
	859	12.2%
a	604	8.6%
e	521	7.4%
t	357	5.1%
r	355	5.0%
n	343	4.9%
l	308	4.4%
o	291	4.1%
i	284	4.0%
s	181	2.6%
Other values (62)	2938	41.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4358	61.9%
Uppercase Letter	1014	14.4%
Space Separator	859	12.2%
Decimal Number	483	6.9%
Other Punctuation	164	2.3%
Dash Punctuation	159	2.3%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	604	13.9%
e	521	12.0%
t	357	8.2%
r	355	8.1%
n	343	7.9%
l	308	7.1%
o	291	6.7%
i	284	6.5%
s	181	4.2%
h	146	3.4%
Other values (16)	968	22.2%

Uppercase Letter

Value	Count	Frequency (%)
S	115	11.3%
C	107	10.6%
T	96	9.5%
A	72	7.1%
M	60	5.9%
H	57	5.6%
P	55	5.4%
B	48	4.7%
K	46	4.5%
F	44	4.3%
Other values (15)	314	31.0%

Decimal Number

Value	Count	Frequency (%)
1	90	18.6%
2	71	14.7%
4	50	10.4%
0	50	10.4%
7	49	10.1%
3	39	8.1%
5	39	8.1%
6	34	7.0%
8	32	6.6%
9	29	6.0%

Other Punctuation

Value	Count	Frequency (%)
&	70	42.7%
#	58	35.4%
.	15	9.1%
,	12	7.3%
'	5	3.0%
@	3	1.8%
/	1	0.6%

Space Separator

Value	Count	Frequency (%)
	859	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	159	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5372	76.3%
Common	1669	23.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	604	11.2%
e	521	9.7%
t	357	6.6%
r	355	6.6%
n	343	6.4%
l	308	5.7%
o	291	5.4%
i	284	5.3%
s	181	3.4%
h	146	2.7%
Other values (41)	1982	36.9%

Common

Value	Count	Frequency (%)
	859	51.5%
-	159	9.5%
1	90	5.4%
2	71	4.3%
&	70	4.2%
#	58	3.5%
4	50	3.0%
0	50	3.0%
7	49	2.9%
3	39	2.3%
Other values (11)	174	10.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7041	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	859	12.2%
a	604	8.6%
e	521	7.4%
t	357	5.1%
r	355	5.0%
n	343	4.9%
l	308	4.4%
o	291	4.1%
i	284	4.0%
s	181	2.6%
Other values (62)	2938	41.7%

Ownership_Type
Categorical

High correlation

Distinct	3
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Company Owned	137
Licensed	121
Joint Venture	82

Length

Max length	13
Median length	13
Mean length	11.220588
Min length	8

Characters and Unicode

Total characters	3815
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Joint Venture
2nd row	Joint Venture
3rd row	Joint Venture
4th row	Joint Venture
5th row	Joint Venture

Common Values

Value	Count	Frequency (%)
Company Owned	137	40.3%
Licensed	121	35.6%
Joint Venture	82	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
company	137	24.5%
owned	137	24.5%
licensed	121	21.6%
joint	82	14.7%
venture	82	14.7%

Most occurring characters

Value	Count	Frequency (%)
n	559	14.7%
e	543	14.2%
d	258	6.8%
	219	5.7%
o	219	5.7%
i	203	5.3%
t	164	4.3%
m	137	3.6%
C	137	3.6%
a	137	3.6%
Other values (11)	1239	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3037	79.6%
Uppercase Letter	559	14.7%
Space Separator	219	5.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	559	18.4%
e	543	17.9%
d	258	8.5%
o	219	7.2%
i	203	6.7%
t	164	5.4%
m	137	4.5%
a	137	4.5%
p	137	4.5%
y	137	4.5%
Other values (5)	543	17.9%

Uppercase Letter

Value	Count	Frequency (%)
C	137	24.5%
O	137	24.5%
L	121	21.6%
J	82	14.7%
V	82	14.7%

Space Separator

Value	Count	Frequency (%)
	219	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3596	94.3%
Common	219	5.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	559	15.5%
e	543	15.1%
d	258	7.2%
o	219	6.1%
i	203	5.6%
t	164	4.6%
m	137	3.8%
C	137	3.8%
a	137	3.8%
p	137	3.8%
Other values (10)	1102	30.6%

Common

Value	Count	Frequency (%)
	219	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3815	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	559	14.7%
e	543	14.2%
d	258	6.8%
	219	5.7%
o	219	5.7%
i	203	5.3%
t	164	4.3%
m	137	3.6%
C	137	3.6%
a	137	3.6%
Other values (11)	1239	32.5%

Street_Address
Text

Distinct	339
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	81
Median length	66
Mean length	29.508824
Min length	8

Characters and Unicode

Total characters	10033
Distinct characters	70
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	338 ?
Unique (%)	99.4%

Sample

1st row	Lower Ground Floor, GVK One, Road Number 1, Banjara Hills
2nd row	Upper Ground Floor, Forum Sujana Mall, Kukatpally
3rd row	Lower Ground Floor, Inorbit Mall, Madhapur
4th row	Ground Floor, Road No. 92, Near Apollo hospital, Jubilee Hills
5th row	Upper Ground Floor, Phoenix tower A, Opposite Trident Hotel, Madhapur Village

Value	Count	Frequency (%)
floor	51	2.9%
ground	45	2.6%
road	40	2.3%
street	33	1.9%
st	27	1.5%
rd	26	1.5%
e	26	1.5%
ave	25	1.4%
avenue	22	1.3%
west	22	1.3%
Other values (864)	1435	81.9%

Most occurring characters

Value	Count	Frequency (%)
	1421	14.2%
a	658	6.6%
e	617	6.1%
r	547	5.5%
o	458	4.6%
t	455	4.5%
n	419	4.2%
l	383	3.8%
i	343	3.4%
,	278	2.8%
Other values (60)	4454	44.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5543	55.2%
Uppercase Letter	1498	14.9%
Space Separator	1421	14.2%
Decimal Number	1182	11.8%
Other Punctuation	353	3.5%
Open Punctuation	14	0.1%
Close Punctuation	14	0.1%
Dash Punctuation	8	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	658	11.9%
e	617	11.1%
r	547	9.9%
o	458	8.3%
t	455	8.2%
n	419	7.6%
l	383	6.9%
i	343	6.2%
d	254	4.6%
u	210	3.8%
Other values (16)	1199	21.6%

Uppercase Letter

Value	Count	Frequency (%)
S	180	12.0%
A	117	7.8%
C	98	6.5%
M	97	6.5%
F	91	6.1%
G	90	6.0%
R	88	5.9%
P	87	5.8%
B	87	5.8%
W	76	5.1%
Other values (14)	487	32.5%

Decimal Number

Value	Count	Frequency (%)
1	244	20.6%
0	210	17.8%
2	147	12.4%
5	117	9.9%
3	109	9.2%
4	95	8.0%
7	68	5.8%
8	65	5.5%
6	64	5.4%
9	63	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	278	78.8%
.	55	15.6%
#	10	2.8%
&	4	1.1%
/	4	1.1%
'	2	0.6%

Space Separator

Value	Count	Frequency (%)
	1421	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7041	70.2%
Common	2992	29.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	658	9.3%
e	617	8.8%
r	547	7.8%
o	458	6.5%
t	455	6.5%
n	419	6.0%
l	383	5.4%
i	343	4.9%
d	254	3.6%
u	210	3.0%
Other values (40)	2697	38.3%

Common

Value	Count	Frequency (%)
	1421	47.5%
,	278	9.3%
1	244	8.2%
0	210	7.0%
2	147	4.9%
5	117	3.9%
3	109	3.6%
4	95	3.2%
7	68	2.3%
8	65	2.2%
Other values (10)	238	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10033	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1421	14.2%
a	658	6.6%
e	617	6.1%
r	547	5.5%
o	458	4.6%
t	455	4.5%
n	419	4.2%
l	383	3.8%
i	343	3.4%
,	278	2.8%
Other values (60)	4454	44.4%

City
Text

Distinct	139
Distinct (%)	40.9%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	17
Median length	15
Mean length	8.5294118
Min length	4

Characters and Unicode

Total characters	2900
Distinct characters	50
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	70 ?
Unique (%)	20.6%

Sample

1st row	Hyderabad
2nd row	Hyderabad
3rd row	Hyderabad
4th row	Hyderabad
5th row	Hyderabad

Value	Count	Frequency (%)
mumbai	29	6.8%
new	19	4.5%
delhi	16	3.8%
city	11	2.6%
washington	10	2.3%
miami	10	2.3%
san	10	2.3%
bangalore	10	2.3%
beach	9	2.1%
pune	8	1.9%
Other values (138)	294	69.0%

Most occurring characters

Value	Count	Frequency (%)
a	304	10.5%
e	239	8.2%
i	225	7.8%
n	218	7.5%
l	199	6.9%
o	189	6.5%
r	122	4.2%
t	122	4.2%
u	103	3.6%
s	101	3.5%
Other values (40)	1078	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2366	81.6%
Uppercase Letter	446	15.4%
Space Separator	86	3.0%
Other Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	304	12.8%
e	239	10.1%
i	225	9.5%
n	218	9.2%
l	199	8.4%
o	189	8.0%
r	122	5.2%
t	122	5.2%
u	103	4.4%
s	101	4.3%
Other values (14)	544	23.0%

Uppercase Letter

Value	Count	Frequency (%)
C	69	15.5%
M	53	11.9%
B	45	10.1%
D	40	9.0%
H	31	7.0%
A	25	5.6%
N	24	5.4%
S	23	5.2%
P	20	4.5%
F	19	4.3%
Other values (13)	97	21.7%

Other Punctuation

Value	Count	Frequency (%)
,	1	50.0%
'	1	50.0%

Space Separator

Value	Count	Frequency (%)
	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2812	97.0%
Common	88	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	304	10.8%
e	239	8.5%
i	225	8.0%
n	218	7.8%
l	199	7.1%
o	189	6.7%
r	122	4.3%
t	122	4.3%
u	103	3.7%
s	101	3.6%
Other values (37)	990	35.2%

Common

Value	Count	Frequency (%)
	86	97.7%
,	1	1.1%
'	1	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	304	10.5%
e	239	8.2%
i	225	7.8%
n	218	7.5%
l	199	6.9%
o	189	6.5%
r	122	4.2%
t	122	4.2%
u	103	3.6%
s	101	3.5%
Other values (40)	1078	37.2%

State
Categorical

High correlation

Distinct	32
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

MH	38
CA	20
DL	17
TN	15
AR	15
Other values (27)	235

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	680
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	AP
2nd row	AP
3rd row	AP
4th row	AP
5th row	AP

Common Values

Value	Count	Frequency (%)
MH	38	11.2%
CA	20	5.9%
DL	17	5.0%
TN	15	4.4%
AR	15	4.4%
PA	10	2.9%
OK	10	2.9%
TX	10	2.9%
UT	10	2.9%
HI	10	2.9%
Other values (22)	185	54.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mh	38	11.2%
ca	20	5.9%
dl	17	5.0%
tn	15	4.4%
ar	15	4.4%
pa	10	2.9%
ok	10	2.9%
tx	10	2.9%
ut	10	2.9%
hi	10	2.9%
Other values (22)	185	54.4%

Most occurring characters

Value	Count	Frequency (%)
A	120	17.6%
H	63	9.3%
L	57	8.4%
I	50	7.4%
M	43	6.3%
D	42	6.2%
C	40	5.9%
K	38	5.6%
O	38	5.6%
N	35	5.1%
Other values (11)	154	22.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	680	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	120	17.6%
H	63	9.3%
L	57	8.4%
I	50	7.4%
M	43	6.3%
D	42	6.2%
C	40	5.9%
K	38	5.6%
O	38	5.6%
N	35	5.1%
Other values (11)	154	22.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	680	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	120	17.6%
H	63	9.3%
L	57	8.4%
I	50	7.4%
M	43	6.3%
D	42	6.2%
C	40	5.9%
K	38	5.6%
O	38	5.6%
N	35	5.1%
Other values (11)	154	22.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	680	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	120	17.6%
H	63	9.3%
L	57	8.4%
I	50	7.4%
M	43	6.3%
D	42	6.2%
C	40	5.9%
K	38	5.6%
O	38	5.6%
N	35	5.1%
Other values (11)	154	22.6%

Country
Categorical

High correlation

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

US	258
IN	82

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	680
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IN
2nd row	IN
3rd row	IN
4th row	IN
5th row	IN

Common Values

Value	Count	Frequency (%)
US	258	75.9%
IN	82	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
us	258	75.9%
in	82	24.1%

Most occurring characters

Value	Count	Frequency (%)
U	258	37.9%
S	258	37.9%
I	82	12.1%
N	82	12.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	680	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
U	258	37.9%
S	258	37.9%
I	82	12.1%
N	82	12.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	680	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	258	37.9%
S	258	37.9%
I	82	12.1%
N	82	12.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	680	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	258	37.9%
S	258	37.9%
I	82	12.1%
N	82	12.1%

Postcode
Real number (ℝ)

High correlation

Distinct	311
Distinct (%)	91.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9021406 × 10⁸

Minimum	2134
Maximum	9.9669803 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	2134
5-th percentile	33000.2
Q1	90436.25
median	560079
Q3	6.6047308 × 10⁸
95-th percentile	9.6813587 × 10⁸
Maximum	9.9669803 × 10⁸
Range	9.966959 × 10⁸
Interquartile range (IQR)	6.6038264 × 10⁸

Descriptive statistics

Standard deviation	3.6497866 × 10⁸
Coefficient of variation (CV)	1.2576188
Kurtosis	-1.0219368
Mean	2.9021406 × 10⁸
Median Absolute Deviation (MAD)	540242.5
Skewness	0.78578639
Sum	9.8672782 × 10¹⁰
Variance	1.3320943 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110037	4	1.2%
20001	3	0.9%
400051	3	0.9%
400099	3	0.9%
122001	2	0.6%
72116	2	0.6%
560048	2	0.6%
400064	2	0.6%
84010	2	0.6%
36066	2	0.6%
Other values (301)	315	92.6%

Value	Count	Frequency (%)
2134	1	0.3%
11215	1	0.3%
14225	1	0.3%
17081	1	0.3%
19462	2	0.6%
19702	1	0.3%
19971	1	0.3%
20001	3	0.9%
20005	1	0.3%
20036	1	0.3%

Value	Count	Frequency (%)
996698033	1	0.3%
996697640	1	0.3%
996548283	1	0.3%
996548104	1	0.3%
996548102	1	0.3%
996547350	1	0.3%
996456535	1	0.3%
996456387	1	0.3%
974242208	1	0.3%
974053404	1	0.3%

Phone_Number
Text

Missing

Distinct	248
Distinct (%)	100.0%
Missing	92
Missing (%)	27.1%
Memory size	2.8 KiB

Length

Max length	14
Median length	12
Mean length	11.677419
Min length	10

Characters and Unicode

Total characters	2896
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	248 ?
Unique (%)	100.0%

Sample

1st row	760-530-9252
2nd row	(818) 735-0268
3rd row	818-991-2857
4th row	714-921-9091
5th row	510-523-1804

Value	Count	Frequency (%)
202	3	1.1%
415	2	0.8%
479	2	0.8%
479-986-8875	1	0.4%
479-936-8250	1	0.4%
501-812-0913	1	0.4%
15016906059	1	0.4%
870-425-0117	1	0.4%
501-803-3576	1	0.4%
5013495556	1	0.4%
Other values (251)	251	94.7%

Most occurring characters

Value	Count	Frequency (%)
-	365	12.6%
0	346	11.9%
5	277	9.6%
3	270	9.3%
2	264	9.1%
1	262	9.0%
8	244	8.4%
7	223	7.7%
4	212	7.3%
9	193	6.7%
Other values (6)	240	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2481	85.7%
Dash Punctuation	365	12.6%
Space Separator	17	0.6%
Close Punctuation	14	0.5%
Open Punctuation	14	0.5%
Other Punctuation	5	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	346	13.9%
5	277	11.2%
3	270	10.9%
2	264	10.6%
1	262	10.6%
8	244	9.8%
7	223	9.0%
4	212	8.5%
9	193	7.8%
6	190	7.7%

Other Punctuation

Value	Count	Frequency (%)
/	3	60.0%
.	2	40.0%

Dash Punctuation

Value	Count	Frequency (%)
-	365	100.0%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2896	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	365	12.6%
0	346	11.9%
5	277	9.6%
3	270	9.3%
2	264	9.1%
1	262	9.0%
8	244	8.4%
7	223	7.7%
4	212	7.3%
9	193	6.7%
Other values (6)	240	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	365	12.6%
0	346	11.9%
5	277	9.6%
3	270	9.3%
2	264	9.1%
1	262	9.0%
8	244	8.4%
7	223	7.7%
4	212	7.3%
9	193	6.7%
Other values (6)	240	8.3%

Timezone
Categorical

High correlation

Distinct	9
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

GMT-06:00 America/Chicago	94
GMT+05:30 Asia/New_Delhi	82
GMT-05:00 America/New_York	72
GMT-08:00 America/Los_Angeles	31
GMT-07:00 America/Denver	28
Other values (4)	33

Length

Max length	30
Median length	29
Mean length	25.470588
Min length	24

Characters and Unicode

Total characters	8660
Distinct characters	46
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GMT+05:30 Asia/New_Delhi
2nd row	GMT+05:30 Asia/New_Delhi
3rd row	GMT+05:30 Asia/New_Delhi
4th row	GMT+05:30 Asia/New_Delhi
5th row	GMT+05:30 Asia/New_Delhi

Common Values

Value	Count	Frequency (%)
GMT-06:00 America/Chicago	94	27.6%
GMT+05:30 Asia/New_Delhi	82	24.1%
GMT-05:00 America/New_York	72	21.2%
GMT-08:00 America/Los_Angeles	31	9.1%
GMT-07:00 America/Denver	28	8.2%
GMT-10:00 Pacific/Honolulu	10	2.9%
GMT-09:00 America/Anchorage	9	2.6%
GMT-05:00 America/Indianapolis	8	2.4%
GMT+000000 America/Phoenix	6	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gmt-06:00	94	13.8%
america/chicago	94	13.8%
gmt+05:30	82	12.1%
asia/new_delhi	82	12.1%
gmt-05:00	80	11.8%
america/new_york	72	10.6%
gmt-08:00	31	4.6%
america/los_angeles	31	4.6%
gmt-07:00	28	4.1%
america/denver	28	4.1%
Other values (7)	58	8.5%

Most occurring characters

Value	Count	Frequency (%)
0	956	11.0%
e	617	7.1%
i	548	6.3%
a	459	5.3%
c	371	4.3%
A	370	4.3%
r	357	4.1%
G	340	3.9%
T	340	3.9%
	340	3.9%
Other values (36)	3962	45.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3864	44.6%
Uppercase Letter	1885	21.8%
Decimal Number	1372	15.8%
Other Punctuation	674	7.8%
Space Separator	340	3.9%
Dash Punctuation	252	2.9%
Connector Punctuation	185	2.1%
Math Symbol	88	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	617	16.0%
i	548	14.2%
a	459	11.9%
c	371	9.6%
r	357	9.2%
m	248	6.4%
o	240	6.2%
h	191	4.9%
w	154	4.0%
s	152	3.9%
Other values (10)	527	13.6%

Uppercase Letter

Value	Count	Frequency (%)
A	370	19.6%
G	340	18.0%
T	340	18.0%
M	340	18.0%
N	154	8.2%
D	110	5.8%
C	94	5.0%
Y	72	3.8%
L	31	1.6%
P	16	0.8%
Other values (2)	18	1.0%

Decimal Number

Value	Count	Frequency (%)
0	956	69.7%
5	162	11.8%
6	94	6.9%
3	82	6.0%
8	31	2.3%
7	28	2.0%
1	10	0.7%
9	9	0.7%

Other Punctuation

Value	Count	Frequency (%)
/	340	50.4%
:	334	49.6%

Space Separator

Value	Count	Frequency (%)
	340	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	252	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	185	100.0%

Math Symbol

Value	Count	Frequency (%)
+	88	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5749	66.4%
Common	2911	33.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	617	10.7%
i	548	9.5%
a	459	8.0%
c	371	6.5%
A	370	6.4%
r	357	6.2%
G	340	5.9%
T	340	5.9%
M	340	5.9%
m	248	4.3%
Other values (22)	1759	30.6%

Common

Value	Count	Frequency (%)
0	956	32.8%
	340	11.7%
/	340	11.7%
:	334	11.5%
-	252	8.7%
_	185	6.4%
5	162	5.6%
6	94	3.2%
+	88	3.0%
3	82	2.8%
Other values (4)	78	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	956	11.0%
e	617	7.1%
i	548	6.3%
a	459	5.3%
c	371	4.3%
A	370	4.3%
r	357	4.1%
G	340	3.9%
T	340	3.9%
	340	3.9%
Other values (36)	3962	45.8%

Longitude
Real number (ℝ)

High correlation

Distinct	260
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-56.761

Minimum	-158.02
Maximum	80.26
Zeros	0
Zeros (%)	0.0%
Negative	258
Negative (%)	75.9%
Memory size	2.8 KiB

Quantile statistics

Minimum	-158.02
5-th percentile	-149.144
Q1	-99.325
median	-87.265
Q3	-71.1225
95-th percentile	77.591
Maximum	80.26
Range	238.28
Interquartile range (IQR)	28.2025

Descriptive statistics

Standard deviation	76.967267
Coefficient of variation (CV)	-1.3559886
Kurtosis	-0.63566145
Mean	-56.761
Median Absolute Deviation (MAD)	16.055
Skewness	1.0036993
Sum	-19298.74
Variance	5923.9601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72.83	8	2.4%
72.82	4	1.2%
-112.02	4	1.2%
-94.18	3	0.9%
72.84	3	0.9%
-77.05	3	0.9%
-77.04	3	0.9%
72.86	3	0.9%
-86.16	3	0.9%
-149.41	3	0.9%
Other values (250)	303	89.1%

Value	Count	Frequency (%)
-158.02	2	0.6%
-157.95	1	0.3%
-157.86	1	0.3%
-157.84	1	0.3%
-157.83	1	0.3%
-155.08	1	0.3%
-155.07	2	0.6%
-155.06	1	0.3%
-151.07	1	0.3%
-151.05	1	0.3%

Value	Count	Frequency (%)
80.26	1	0.3%
80.25	2	0.6%
80.22	1	0.3%
80.21	1	0.3%
78.45	1	0.3%
78.42	1	0.3%
78.39	2	0.6%
78.38	2	0.6%
77.73	1	0.3%
77.7	1	0.3%

Latitude
Real number (ℝ)

High correlation

Distinct	245
Distinct (%)	72.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.487647

Minimum	12.91
Maximum	61.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	12.91
5-th percentile	17.4295
Q1	28.5225
median	35.105
Q3	40.1
95-th percentile	44.0405
Maximum	61.6
Range	48.69
Interquartile range (IQR)	11.5775

Descriptive statistics

Standard deviation	9.9451689
Coefficient of variation (CV)	0.29698022
Kurtosis	0.3266554
Mean	33.487647
Median Absolute Deviation (MAD)	5.565
Skewness	-0.1162333
Sum	11385.8
Variance	98.906384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.99	4	1.2%
19.1	4	1.2%
61.58	4	1.2%
39.13	4	1.2%
37.78	4	1.2%
29.95	4	1.2%
38.9	4	1.2%
19.07	3	0.9%
18.52	3	0.9%
34.11	3	0.9%
Other values (235)	303	89.1%

Value	Count	Frequency (%)
12.91	1	0.3%
12.94	1	0.3%
12.97	2	0.6%
12.99	4	1.2%
13	1	0.3%
13.01	2	0.6%
13.03	1	0.3%
13.06	2	0.6%
13.09	1	0.3%
17.42	2	0.6%

Value	Count	Frequency (%)
61.6	2	0.6%
61.58	4	1.2%
60.49	1	0.3%
60.48	1	0.3%
60.13	1	0.3%
47.74	1	0.3%
47.69	1	0.3%
45.42	1	0.3%
44.93	2	0.6%
44.59	1	0.3%

Revenue
Real number (ℝ)

High correlation

Distinct	339
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.853416

Minimum	1.0010987
Maximum	49.680624
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	1.0010987
5-th percentile	2.7203604
Q1	15.301218
median	27.056185
Q3	37.930464
95-th percentile	46.543474
Maximum	49.680624
Range	48.679525
Interquartile range (IQR)	22.629246

Descriptive statistics

Standard deviation	14.47698
Coefficient of variation (CV)	0.55996392
Kurtosis	-1.2053981
Mean	25.853416
Median Absolute Deviation (MAD)	11.147191
Skewness	-0.16573861
Sum	8790.1614
Variance	209.58295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.85900449	2	0.6%
26.10660115	1	0.3%
38.18628498	1	0.3%
31.00726341	1	0.3%
35.96453749	1	0.3%
40.08224738	1	0.3%
32.63298441	1	0.3%
28.80367443	1	0.3%
43.39030122	1	0.3%
20.63341166	1	0.3%
Other values (329)	329	96.8%

Value	Count	Frequency (%)
1.001098666	1	0.3%
1.058503983	1	0.3%
1.096957305	1	0.3%
1.305429243	1	0.3%
1.776757103	1	0.3%
1.871242409	1	0.3%
1.896511734	1	0.3%
2.03521836	1	0.3%
2.093997009	1	0.3%
2.101413007	1	0.3%

Value	Count	Frequency (%)
49.6806238	1	0.3%
49.41572314	1	0.3%
49.04400769	1	0.3%
48.90728477	1	0.3%
48.77910703	1	0.3%
48.7449263	1	0.3%
48.68938261	1	0.3%
48.56975005	1	0.3%
48.42448195	1	0.3%
48.29096347	1	0.3%

Profits
Real number (ℝ)

High correlation Unique

Distinct	340
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6436062

Minimum	0.050085485
Maximum	13.514181
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0.050085485
5-th percentile	0.2660243
Q1	1.8297619
median	3.8930494
Q3	6.9198127
95-th percentile	11.449931
Maximum	13.514181
Range	13.464096
Interquartile range (IQR)	5.0900508

Descriptive statistics

Standard deviation	3.406981
Coefficient of variation (CV)	0.73369291
Kurtosis	-0.50969402
Mean	4.6436062
Median Absolute Deviation (MAD)	2.3314482
Skewness	0.67165784
Sum	1578.8261
Variance	11.607519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.843867103	1	0.3%
0.1715838652	1	0.3%
0.05464538521	1	0.3%
0.6638673359	1	0.3%
5.25675045	1	0.3%
12.32888718	1	0.3%
8.872710125	1	0.3%
4.438257639	1	0.3%
1.454884532	1	0.3%
7.246859809	1	0.3%
Other values (330)	330	97.1%

Value	Count	Frequency (%)
0.05008548536	1	0.3%
0.05464538521	1	0.3%
0.05780225477	1	0.3%
0.07634691395	1	0.3%
0.127174208	1	0.3%
0.1388483911	1	0.3%
0.1420546152	1	0.3%
0.1602857906	1	0.3%
0.1683339189	1	0.3%
0.1693629731	1	0.3%

Value	Count	Frequency (%)
13.5141811	1	0.3%
13.43148044	1	0.3%
12.74468553	1	0.3%
12.73350879	1	0.3%
12.53632059	1	0.3%
12.41756197	1	0.3%
12.32888718	1	0.3%
12.32536377	1	0.3%
12.14460164	1	0.3%
12.11876903	1	0.3%

Gross_Profit_Margin
Real number (ℝ)

High correlation Unique

Distinct	340
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5233102

Minimum	-4.8819014
Maximum	19.459398
Zeros	0
Zeros (%)	0.0%
Negative	82
Negative (%)	24.1%
Memory size	2.8 KiB

Quantile statistics

Minimum	-4.8819014
5-th percentile	-2.8731462
Q1	0.069328075
median	1.4339934
Q3	6.1845798
95-th percentile	14.155887
Maximum	19.459398
Range	24.3413
Interquartile range (IQR)	6.1152517

Descriptive statistics

Standard deviation	5.1930817
Coefficient of variation (CV)	1.4739212
Kurtosis	0.14986816
Mean	3.5233102
Median Absolute Deviation (MAD)	2.6481124
Skewness	0.91877869
Sum	1197.9255
Variance	26.968097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.493539676	1	0.3%
0.7477324177	1	0.3%
0.4422994119	1	0.3%
0.9335883605	1	0.3%
-0.8800827784	1	0.3%
-3.658840345	1	0.3%
-2.871523296	1	0.3%
9.96090415	1	0.3%
5.257153746	1	0.3%
6.797873415	1	0.3%
Other values (330)	330	97.1%

Value	Count	Frequency (%)
-4.881901355	1	0.3%
-4.788908927	1	0.3%
-4.582111383	1	0.3%
-4.535137163	1	0.3%
-4.511879521	1	0.3%
-4.022706074	1	0.3%
-3.718753123	1	0.3%
-3.699139875	1	0.3%
-3.658840345	1	0.3%
-3.558528488	1	0.3%

Value	Count	Frequency (%)
19.45939839	1	0.3%
18.17895448	1	0.3%
17.63908664	1	0.3%
17.45697703	1	0.3%
17.05612415	1	0.3%
16.99365265	1	0.3%
16.86371152	1	0.3%
16.56374384	1	0.3%
16.26982094	1	0.3%
15.65865426	1	0.3%

Number_of_Employees
Real number (ℝ)

High correlation

Distinct	339
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.556231

Minimum	25.009156
Maximum	149.0875
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	25.009156
5-th percentile	39.336337
Q1	64.577738
median	89.164403
Q3	115.51561
95-th percentile	140.12421
Maximum	149.0875
Range	124.07834
Interquartile range (IQR)	50.937872

Descriptive statistics

Standard deviation	31.352258
Coefficient of variation (CV)	0.34621867
Kurtosis	-0.95468873
Mean	90.556231
Median Absolute Deviation (MAD)	25.181585
Skewness	0.042454769
Sum	30789.119
Variance	982.96405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63.88286996	2	0.6%
81.73314615	1	0.3%
116.2465285	1	0.3%
95.7350383	1	0.3%
109.8986785	1	0.3%
121.663564	1	0.3%
100.3799554	1	0.3%
89.4390698	1	0.3%
131.1151463	1	0.3%
66.0954619	1	0.3%
Other values (329)	329	96.8%

Value	Count	Frequency (%)
25.00915555	1	0.3%
25.48753319	1	0.3%
25.80797754	1	0.3%
27.54524369	1	0.3%
31.47297586	1	0.3%
32.2603534	1	0.3%
32.47093112	1	0.3%
33.62681967	1	0.3%
34.11664174	1	0.3%
34.17844172	1	0.3%

Value	Count	Frequency (%)
149.0874966	1	0.3%
148.3306375	1	0.3%
147.2685934	1	0.3%
146.8779565	1	0.3%
146.5117344	1	0.3%
146.4140751	1	0.3%
146.2553789	1	0.3%
145.9135716	1	0.3%
145.4985199	1	0.3%
145.1170385	1	0.3%

Customers
Real number (ℝ)

High correlation

Distinct	339
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13071.991

Minimum	1002.9298
Maximum	24964.843
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	1002.9298
5-th percentile	2186.7428
Q1	6877.4987
median	13373.547
Q3	19245.186
95-th percentile	23604.254
Maximum	24964.843
Range	23961.913
Interquartile range (IQR)	12367.687

Descriptive statistics

Standard deviation	6993.9123
Coefficient of variation (CV)	0.5350304
Kurtosis	-1.2246233
Mean	13071.991
Median Absolute Deviation (MAD)	6127.2622
Skewness	-0.076011723
Sum	4444476.8
Variance	48914810
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4331.888791	2	0.6%
10369.42656	1	0.3%
15331.00375	1	0.3%
1223.395489	1	0.3%
15474.56282	1	0.3%
15964.56801	1	0.3%
9024.658956	1	0.3%
18384.56374	1	0.3%
13542.37495	1	0.3%
13299.20347	1	0.3%
Other values (329)	329	96.8%

Value	Count	Frequency (%)
1002.929777	1	0.3%
1119.388409	1	0.3%
1128.910184	1	0.3%
1156.01062	1	0.3%
1223.395489	1	0.3%
1258.552812	1	0.3%
1347.911008	1	0.3%
1442.396313	1	0.3%
1528.824732	1	0.3%
1627.704703	1	0.3%

Value	Count	Frequency (%)
24964.84268	1	0.3%
24780.99918	1	0.3%
24599.35301	1	0.3%
24465.31571	1	0.3%
24344.46242	1	0.3%
24250.70956	1	0.3%
24205.29801	1	0.3%
24162.81625	1	0.3%
24139.37803	1	0.3%
24101.29093	1	0.3%

Best_Selling_Item
Text

Unique

Distinct	340
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	61
Median length	46
Mean length	26.417647
Min length	5

Characters and Unicode

Total characters	8982
Distinct characters	68
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	340 ?
Unique (%)	100.0%

Sample

1st row	Egg & Cheese Muﬃn
2nd row	Sausage McMuﬀm
3rd row	Sausage & Egg McMuﬀm
4th row	Veg McMuﬀm
5th row	Veg Supreme Muﬃn

Value	Count	Frequency (%)
large	62	4.6%
medium	58	4.3%
with	56	4.2%
chicken	54	4.0%
small	48	3.6%
biscuit	34	2.5%
egg	33	2.5%
iced	31	2.3%
latte	30	2.2%
nonfat	30	2.2%
Other values (193)	910	67.6%

Most occurring characters

Value	Count	Frequency (%)
	1006	11.2%
e	851	9.5%
a	689	7.7%
i	509	5.7%
r	437	4.9%
t	381	4.2%
l	374	4.2%
c	363	4.0%
u	318	3.5%
h	308	3.4%
Other values (58)	3746	41.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6193	68.9%
Uppercase Letter	1321	14.7%
Space Separator	1006	11.2%
Close Punctuation	188	2.1%
Open Punctuation	188	2.1%
Other Punctuation	43	0.5%
Dash Punctuation	22	0.2%
Decimal Number	18	0.2%
Final Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	851	13.7%
a	689	11.1%
i	509	8.2%
r	437	7.1%
t	381	6.2%
l	374	6.0%
c	363	5.9%
u	318	5.1%
h	308	5.0%
o	284	4.6%
Other values (19)	1679	27.1%

Uppercase Letter

Value	Count	Frequency (%)
C	223	16.9%
M	205	15.5%
S	199	15.1%
B	109	8.3%
L	95	7.2%
F	83	6.3%
P	50	3.8%
R	42	3.2%
N	40	3.0%
W	38	2.9%
Other values (13)	237	17.9%

Decimal Number

Value	Count	Frequency (%)
0	6	33.3%
4	4	22.2%
1	3	16.7%
6	2	11.1%
2	2	11.1%
9	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
&	25	58.1%
,	11	25.6%
'	3	7.0%
*	2	4.7%
%	2	4.7%

Space Separator

Value	Count	Frequency (%)
	1006	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	188	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	188	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7514	83.7%
Common	1468	16.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	851	11.3%
a	689	9.2%
i	509	6.8%
r	437	5.8%
t	381	5.1%
l	374	5.0%
c	363	4.8%
u	318	4.2%
h	308	4.1%
o	284	3.8%
Other values (42)	3000	39.9%

Common

Value	Count	Frequency (%)
	1006	68.5%
)	188	12.8%
(	188	12.8%
&	25	1.7%
-	22	1.5%
,	11	0.7%
0	6	0.4%
4	4	0.3%
'	3	0.2%
’	3	0.2%
Other values (6)	12	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8959	99.7%
None	10	0.1%
Alphabetic PF	10	0.1%
Punctuation	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1006	11.2%
e	851	9.5%
a	689	7.7%
i	509	5.7%
r	437	4.9%
t	381	4.3%
l	374	4.2%
c	363	4.1%
u	318	3.5%
h	308	3.4%
Other values (53)	3723	41.6%

None

Value	Count	Frequency (%)
é	9	90.0%
ñ	1	10.0%

Alphabetic PF

Value	Count	Frequency (%)
ﬀ	8	80.0%
ﬃ	2	20.0%

Punctuation

Value	Count	Frequency (%)
’	3	100.0%

Category
Categorical

High correlation

Distinct	14
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Hot Beverages	99
Breakfast	49
Cold Beverages	45
Smoothies & Shakes	34
Chicken & Fish	26
Other values (9)	87

Length

Max length	20
Median length	18
Mean length	12.711765
Min length	6

Characters and Unicode

Total characters	4322
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Breakfast
2nd row	Breakfast
3rd row	Breakfast
4th row	Breakfast
5th row	Breakfast

Common Values

Value	Count	Frequency (%)
Hot Beverages	99	29.1%
Breakfast	49	14.4%
Cold Beverages	45	13.2%
Smoothies & Shakes	34	10.0%
Chicken & Fish	26	7.6%
Desserts	24	7.1%
Snacks & Sides	17	5.0%
Beef & Pork	15	4.4%
Sandwiches and Wraps	10	2.9%
Salads	6	1.8%
Other values (4)	15	4.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
beverages	144	20.7%
hot	99	14.2%
	92	13.2%
breakfast	49	7.1%
cold	45	6.5%
smoothies	34	4.9%
shakes	34	4.9%
chicken	28	4.0%
fish	26	3.7%
desserts	24	3.5%
Other values (13)	120	17.3%

Most occurring characters

Value	Count	Frequency (%)
e	695	16.1%
s	434	10.0%
	355	8.2%
a	335	7.8%
r	247	5.7%
o	237	5.5%
t	219	5.1%
B	208	4.8%
g	152	3.5%
v	144	3.3%
Other values (21)	1296	30.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3282	75.9%
Uppercase Letter	593	13.7%
Space Separator	355	8.2%
Other Punctuation	92	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	695	21.2%
s	434	13.2%
a	335	10.2%
r	247	7.5%
o	237	7.2%
t	219	6.7%
g	152	4.6%
v	144	4.4%
k	143	4.4%
h	132	4.0%
Other values (10)	544	16.6%

Uppercase Letter

Value	Count	Frequency (%)
B	208	35.1%
S	118	19.9%
H	99	16.7%
C	78	13.2%
F	26	4.4%
D	24	4.0%
P	20	3.4%
W	12	2.0%
N	8	1.3%

Space Separator

Value	Count	Frequency (%)
	355	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	92	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3875	89.7%
Common	447	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	695	17.9%
s	434	11.2%
a	335	8.6%
r	247	6.4%
o	237	6.1%
t	219	5.7%
B	208	5.4%
g	152	3.9%
v	144	3.7%
k	143	3.7%
Other values (19)	1061	27.4%

Common

Value	Count	Frequency (%)
	355	79.4%
&	92	20.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	695	16.1%
s	434	10.0%
	355	8.2%
a	335	7.8%
r	247	5.7%
o	237	5.5%
t	219	5.1%
B	208	4.8%
g	152	3.5%
v	144	3.3%
Other values (21)	1296	30.0%

Serve_Size
Text

Distinct	166
Distinct (%)	48.8%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	5
Median length	3
Mean length	3.2088235
Min length	1

Characters and Unicode

Total characters	1091
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	124 ?
Unique (%)	36.5%

Sample

1st row	112
2nd row	112
3rd row	157
4th row	119
5th row	139

Value	Count	Frequency (%)
g	50	12.8%
453	45	11.5%
340	38	9.7%
623	20	5.1%
566	16	4.1%
200	9	2.3%
850	7	1.8%
595	7	1.8%
161	5	1.3%
907	5	1.3%
Other values (137)	188	48.2%

Most occurring characters

Value	Count	Frequency (%)
3	165	15.1%
4	145	13.3%
1	132	12.1%
2	115	10.5%
5	111	10.2%
0	108	9.9%
6	86	7.9%
	50	4.6%
g	50	4.6%
7	49	4.5%
Other values (2)	80	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	991	90.8%
Space Separator	50	4.6%
Lowercase Letter	50	4.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	165	16.6%
4	145	14.6%
1	132	13.3%
2	115	11.6%
5	111	11.2%
0	108	10.9%
6	86	8.7%
7	49	4.9%
9	48	4.8%
8	32	3.2%

Space Separator

Value	Count	Frequency (%)
	50	100.0%

Lowercase Letter

Value	Count	Frequency (%)
g	50	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1041	95.4%
Latin	50	4.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	165	15.9%
4	145	13.9%
1	132	12.7%
2	115	11.0%
5	111	10.7%
0	108	10.4%
6	86	8.3%
	50	4.8%
7	49	4.7%
9	48	4.6%

Latin

Value	Count	Frequency (%)
g	50	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1091	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	165	15.1%
4	145	13.3%
1	132	12.1%
2	115	10.5%
5	111	10.2%
0	108	9.9%
6	86	7.9%
	50	4.6%
g	50	4.6%
7	49	4.5%
Other values (2)	80	7.3%

Energy
Real number (ℝ)

High correlation Zeros

Distinct	151
Distinct (%)	44.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	337.8

Minimum	0
Maximum	1880
Zeros	18
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	176.5
median	299.5
Q3	460
95-th percentile	740.5
Maximum	1880
Range	1880
Interquartile range (IQR)	283.5

Descriptive statistics

Standard deviation	231.8508
Coefficient of variation (CV)	0.68635523
Kurtosis	5.702213
Mean	337.8
Median Absolute Deviation (MAD)	139.5
Skewness	1.4792953
Sum	114852
Variance	53754.792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	5.3%
430	10	2.9%
340	10	2.9%
280	9	2.6%
250	8	2.4%
260	7	2.1%
140	7	2.1%
330	7	2.1%
290	6	1.8%
100	6	1.8%
Other values (141)	252	74.1%

Value	Count	Frequency (%)
0	18	5.3%
1	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%
15	1	0.3%
20	1	0.3%
26	1	0.3%
34	1	0.3%
45	1	0.3%

Value	Count	Frequency (%)
1880	1	0.3%
1150	1	0.3%
1090	1	0.3%
1050	1	0.3%
990	1	0.3%
940	1	0.3%
930	1	0.3%
850	2	0.6%
820	2	0.6%
810	1	0.3%

Protein
Real number (ℝ)

High correlation Zeros

Distinct	42
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.694118

Minimum	0
Maximum	87
Zeros	50
Zeros (%)	14.7%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	10
Q3	17
95-th percentile	32.05
Maximum	87
Range	87
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	10.99077
Coefficient of variation (CV)	0.93985454
Kurtosis	6.0816539
Mean	11.694118
Median Absolute Deviation (MAD)	8
Skewness	1.6390433
Sum	3976
Variance	120.79702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	50	14.7%
2	21	6.2%
1	19	5.6%
9	16	4.7%
12	16	4.7%
10	15	4.4%
11	14	4.1%
15	14	4.1%
14	13	3.8%
4	13	3.8%
Other values (32)	149	43.8%

Value	Count	Frequency (%)
0	50	14.7%
1	19	5.6%
2	21	6.2%
3	10	2.9%
4	13	3.8%
5	10	2.9%
6	6	1.8%
7	6	1.8%
8	11	3.2%
9	16	4.7%

Value	Count	Frequency (%)
87	1	0.3%
48	1	0.3%
44	1	0.3%
40	2	0.6%
39	1	0.3%
37	2	0.6%
36	6	1.8%
35	2	0.6%
33	1	0.3%
32	2	0.6%

Total_Fat
Real number (ℝ)

High correlation Zeros

Distinct	55
Distinct (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.05

Minimum	0
Maximum	118
Zeros	71
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.375
median	10
Q3	20
95-th percentile	35
Maximum	118
Range	118
Interquartile range (IQR)	18.625

Descriptive statistics

Standard deviation	13.639604
Coefficient of variation (CV)	1.0451804
Kurtosis	10.300397
Mean	13.05
Median Absolute Deviation (MAD)	9.5
Skewness	2.1278194
Sum	4437
Variance	186.03879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	20.9%
9	15	4.4%
16	12	3.5%
23	12	3.5%
8	11	3.2%
20	11	3.2%
10	9	2.6%
4	9	2.6%
2	9	2.6%
14	9	2.6%
Other values (45)	172	50.6%

Value	Count	Frequency (%)
0	71	20.9%
0.5	8	2.4%
1	6	1.8%
1.5	1	0.3%
2	9	2.6%
2.5	1	0.3%
3	1	0.3%
3.5	8	2.4%
4	9	2.6%
4.5	6	1.8%

Value	Count	Frequency (%)
118	1	0.3%
60	1	0.3%
59	1	0.3%
56	1	0.3%
52	1	0.3%
51	1	0.3%
50	1	0.3%
48	1	0.3%
46	2	0.6%
43	1	0.3%

Saturated_Fat
Real number (ℝ)

High correlation Zeros

Distinct	64
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5955882

Minimum	0
Maximum	24.1
Zeros	83
Zeros (%)	24.4%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	4.55
Q3	9
95-th percentile	15.05
Maximum	24.1
Range	24.1
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	5.2194224
Coefficient of variation (CV)	0.93277456
Kurtosis	0.10323365
Mean	5.5955882
Median Absolute Deviation (MAD)	4.2
Skewness	0.85725856
Sum	1902.5
Variance	27.24237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	83	24.4%
8	18	5.3%
10	16	4.7%
6	16	4.7%
7	14	4.1%
3	14	4.1%
12	12	3.5%
3.5	11	3.2%
4.5	11	3.2%
5	11	3.2%
Other values (54)	134	39.4%

Value	Count	Frequency (%)
0	83	24.4%
0.5	3	0.9%
0.9	1	0.3%
1	3	0.9%
1.1	5	1.5%
1.2	1	0.3%
1.4	2	0.6%
1.5	5	1.5%
2	10	2.9%
2.1	1	0.3%

Value	Count	Frequency (%)
24.1	1	0.3%
20	4	1.2%
19	2	0.6%
18	1	0.3%
17.9	1	0.3%
17	4	1.2%
16.2	1	0.3%
16	3	0.9%
15	8	2.4%
14.6	1	0.3%

Trans_Fat
Real number (ℝ)

High correlation Zeros

Distinct	10
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.18323529

Minimum	0
Maximum	2.5
Zeros	229
Zeros (%)	67.4%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1
95-th percentile	1
Maximum	2.5
Range	2.5
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.38171497
Coefficient of variation (CV)	2.0831956
Kurtosis	6.4083938
Mean	0.18323529
Median Absolute Deviation (MAD)	0
Skewness	2.4727712
Sum	62.3
Variance	0.14570632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	229	67.4%
0.1	32	9.4%
1	30	8.8%
0.5	18	5.3%
0.2	17	5.0%
1.5	8	2.4%
0.3	2	0.6%
0.6	2	0.6%
0.4	1	0.3%
2.5	1	0.3%

Value	Count	Frequency (%)
0	229	67.4%
0.1	32	9.4%
0.2	17	5.0%
0.3	2	0.6%
0.4	1	0.3%
0.5	18	5.3%
0.6	2	0.6%
1	30	8.8%
1.5	8	2.4%
2.5	1	0.3%

Value	Count	Frequency (%)
2.5	1	0.3%
1.5	8	2.4%
1	30	8.8%
0.6	2	0.6%
0.5	18	5.3%
0.4	1	0.3%
0.3	2	0.6%
0.2	17	5.0%
0.1	32	9.4%
0	229	67.4%

Cholestrol
Real number (ℝ)

High correlation Zeros

Distinct	59
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.544118

Minimum	0
Maximum	575
Zeros	70
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	25
Q3	55
95-th percentile	250
Maximum	575
Range	575
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	81.815469
Coefficient of variation (CV)	1.7208326
Kurtosis	18.847191
Mean	47.544118
Median Absolute Deviation (MAD)	24.5
Skewness	3.8984033
Sum	16165
Variance	6693.7709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70	20.6%
5	26	7.6%
35	20	5.9%
25	17	5.0%
30	14	4.1%
40	14	4.1%
50	14	4.1%
15	12	3.5%
10	11	3.2%
20	9	2.6%
Other values (49)	133	39.1%

Value	Count	Frequency (%)
0	70	20.6%
1	4	1.2%
3	8	2.4%
4	4	1.2%
5	26	7.6%
6	4	1.2%
7	2	0.6%
8	1	0.3%
9	3	0.9%
10	11	3.2%

Value	Count	Frequency (%)
575	2	0.6%
555	2	0.6%
300	1	0.3%
295	1	0.3%
285	1	0.3%
280	1	0.3%
277	1	0.3%
275	1	0.3%
265	2	0.6%
260	1	0.3%

Carbohydrates
Real number (ℝ)

High correlation Zeros

Distinct	92
Distinct (%)	27.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.770588

Minimum	0
Maximum	141
Zeros	19
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	28
median	41
Q3	56
95-th percentile	98.4
Maximum	141
Range	141
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	26.9364
Coefficient of variation (CV)	0.61539954
Kurtosis	1.8172282
Mean	43.770588
Median Absolute Deviation (MAD)	14
Skewness	0.99750313
Sum	14882
Variance	725.56963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	5.6%
30	11	3.2%
50	10	2.9%
41	9	2.6%
42	9	2.6%
38	9	2.6%
34	9	2.6%
49	8	2.4%
56	7	2.1%
60	7	2.1%
Other values (82)	242	71.2%

Value	Count	Frequency (%)
0	19	5.6%
1	2	0.6%
2	3	0.9%
3	1	0.3%
4	2	0.6%
7	1	0.3%
8	2	0.6%
9	1	0.3%
10	1	0.3%
11	1	0.3%

Value	Count	Frequency (%)
141	1	0.3%
140	1	0.3%
139	1	0.3%
135	2	0.6%
118	1	0.3%
116	1	0.3%
115	1	0.3%
114	3	0.9%
111	2	0.6%
110	1	0.3%

Sugars
Real number (ℝ)

High correlation Zeros

Distinct	88
Distinct (%)	25.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.347059

Minimum	0
Maximum	128
Zeros	36
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	16
Q3	43.25
95-th percentile	77.1
Maximum	128
Range	128
Interquartile range (IQR)	39.25

Descriptive statistics

Standard deviation	26.89634
Coefficient of variation (CV)	1.0208479
Kurtosis	1.0819862
Mean	26.347059
Median Absolute Deviation (MAD)	14
Skewness	1.1916445
Sum	8958
Variance	723.41312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	10.6%
2	23	6.8%
3	19	5.6%
7	12	3.5%
6	11	3.2%
5	8	2.4%
15	8	2.4%
4	7	2.1%
45	7	2.1%
12	7	2.1%
Other values (78)	202	59.4%

Value	Count	Frequency (%)
0	36	10.6%
1	5	1.5%
2	23	6.8%
3	19	5.6%
4	7	2.1%
5	8	2.4%
6	11	3.2%
7	12	3.5%
8	7	2.1%
9	4	1.2%

Value	Count	Frequency (%)
128	1	0.3%
123	1	0.3%
120	1	0.3%
115	1	0.3%
103	1	0.3%
101	1	0.3%
100	1	0.3%
99	1	0.3%
97	1	0.3%
93	1	0.3%

Dietary_Fibre
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5441176

Minimum	0
Maximum	9
Zeros	117
Zeros (%)	34.4%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	5
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6637185
Coefficient of variation (CV)	1.0774558
Kurtosis	1.7571833
Mean	1.5441176
Median Absolute Deviation (MAD)	1
Skewness	1.2929103
Sum	525
Variance	2.7679594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	117	34.4%
1	85	25.0%
2	52	15.3%
3	47	13.8%
4	18	5.3%
5	11	3.2%
7	5	1.5%
6	4	1.2%
9	1	0.3%

Value	Count	Frequency (%)
0	117	34.4%
1	85	25.0%
2	52	15.3%
3	47	13.8%
4	18	5.3%
5	11	3.2%
6	4	1.2%
7	5	1.5%
9	1	0.3%

Value	Count	Frequency (%)
9	1	0.3%
7	5	1.5%
6	4	1.2%
5	11	3.2%
4	18	5.3%
3	47	13.8%
2	52	15.3%
1	85	25.0%
0	117	34.4%

Sodium
Text

Distinct	135
Distinct (%)	39.7%
Missing	0
Missing (%)	0.0%
Memory size	2.8 KiB

Length

Max length	4
Median length	3
Mean length	2.8205882
Min length	1

Characters and Unicode

Total characters	959
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	63 ?
Unique (%)	18.5%

Sample

1st row	620
2nd row	950
3rd row	1020
4th row	1000
5th row	960

Value	Count	Frequency (%)
	15	4.4%
0	14	4.1%
180	11	3.2%
170	8	2.4%
190	8	2.4%
150	8	2.4%
140	8	2.4%
135	7	2.1%
10	7	2.1%
115	6	1.8%
Other values (125)	248	72.9%

Most occurring characters

Value	Count	Frequency (%)
0	311	32.4%
1	174	18.1%
2	86	9.0%
5	84	8.8%
4	52	5.4%
8	50	5.2%
3	49	5.1%
6	48	5.0%
9	45	4.7%
7	45	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	944	98.4%
Dash Punctuation	15	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	311	32.9%
1	174	18.4%
2	86	9.1%
5	84	8.9%
4	52	5.5%
8	50	5.3%
3	49	5.2%
6	48	5.1%
9	45	4.8%
7	45	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	959	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	311	32.4%
1	174	18.1%
2	86	9.0%
5	84	8.8%
4	52	5.4%
8	50	5.2%
3	49	5.1%
6	48	5.0%
9	45	4.7%
7	45	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	959	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	311	32.4%
1	174	18.1%
2	86	9.0%
5	84	8.8%
4	52	5.4%
8	50	5.2%
3	49	5.1%
6	48	5.0%
9	45	4.7%
7	45	4.7%

Interactions

Correlations

	Carbohydrates	Category	Cholestrol	Country	Customers	Dietary_Fibre	Energy	Gross_Profit_Margin	Latitude	Longitude	Number_of_Employees	Ownership_Type	Postcode	Profits	Protein	Revenue	Saturated_Fat	State	Sugars	Timezone	Total_Fat	Trans_Fat
Carbohydrates	1.000	0.223	0.394	0.229	-0.059	0.345	0.766	0.113	0.254	-0.133	0.128	0.140	-0.035	0.121	0.421	0.192	0.471	0.339	0.660	0.173	0.437	0.304
Category	0.223	1.000	0.292	0.642	0.062	0.381	0.270	0.116	0.446	0.442	0.114	0.444	0.266	0.127	0.372	0.197	0.252	0.702	0.273	0.417	0.273	0.300
Cholestrol	0.394	0.292	1.000	0.194	-0.042	0.535	0.802	0.069	0.415	-0.283	0.098	0.131	0.158	0.189	0.852	0.206	0.829	0.351	0.010	0.198	0.843	0.420
Country	0.229	0.642	0.194	1.000	0.000	0.320	0.265	0.660	0.839	0.996	0.604	0.999	0.503	0.759	0.305	0.988	0.176	0.926	0.212	0.990	0.075	0.214
Customers	-0.059	0.062	-0.042	0.000	1.000	-0.144	-0.030	-0.829	0.041	0.000	0.220	0.000	0.027	0.613	-0.097	0.112	0.010	0.060	-0.023	0.072	-0.013	-0.018
Dietary_Fibre	0.345	0.381	0.535	0.320	-0.144	1.000	0.656	0.167	0.242	-0.202	0.069	0.228	0.120	0.044	0.725	0.130	0.513	0.410	-0.256	0.237	0.671	0.156
Energy	0.766	0.270	0.802	0.265	-0.030	0.656	1.000	0.067	0.334	-0.195	0.088	0.176	0.075	0.143	0.817	0.168	0.854	0.394	0.195	0.200	0.890	0.468
Gross_Profit_Margin	0.113	0.116	0.069	0.660	-0.829	0.167	0.067	1.000	0.208	-0.269	0.154	0.468	0.027	-0.258	0.138	0.259	-0.028	0.219	0.094	0.252	0.006	-0.124
Latitude	0.254	0.446	0.415	0.839	0.041	0.242	0.334	0.208	1.000	-0.522	0.393	0.601	0.159	0.522	0.318	0.557	0.306	0.854	0.116	0.541	0.318	-0.106
Longitude	-0.133	0.442	-0.283	0.996	0.000	-0.202	-0.195	-0.269	-0.522	1.000	-0.398	0.706	-0.402	-0.508	-0.285	-0.569	-0.125	0.934	-0.145	0.960	-0.141	0.234
Number_of_Employees	0.128	0.114	0.098	0.604	0.220	0.069	0.088	0.154	0.393	-0.398	1.000	0.418	0.103	0.744	0.094	0.934	-0.002	0.177	0.158	0.207	0.016	-0.182
Ownership_Type	0.140	0.444	0.131	0.999	0.000	0.228	0.176	0.468	0.601	0.706	0.418	1.000	0.363	0.541	0.205	0.697	0.128	0.678	0.140	0.716	0.087	0.146
Postcode	-0.035	0.266	0.158	0.503	0.027	0.120	0.075	0.027	0.159	-0.402	0.103	0.363	1.000	0.157	0.150	0.144	0.074	0.716	-0.073	0.515	0.108	-0.062
Profits	0.121	0.127	0.189	0.759	0.613	0.044	0.143	-0.258	0.522	-0.508	0.744	0.541	0.157	1.000	0.134	0.806	0.096	0.253	0.121	0.283	0.093	-0.209
Protein	0.421	0.372	0.852	0.305	-0.097	0.725	0.817	0.138	0.318	-0.285	0.094	0.205	0.150	0.134	1.000	0.194	0.698	0.472	-0.076	0.275	0.793	0.321
Revenue	0.192	0.197	0.206	0.988	0.112	0.130	0.168	0.259	0.557	-0.569	0.934	0.697	0.144	0.806	0.194	1.000	0.060	0.317	0.189	0.351	0.079	-0.230
Saturated_Fat	0.471	0.252	0.829	0.176	0.010	0.513	0.854	-0.028	0.306	-0.125	-0.002	0.128	0.074	0.096	0.698	0.060	1.000	0.319	0.017	0.178	0.938	0.558
State	0.339	0.702	0.351	0.926	0.060	0.410	0.394	0.219	0.854	0.934	0.177	0.678	0.716	0.253	0.472	0.317	0.319	1.000	0.372	0.935	0.315	0.371
Sugars	0.660	0.273	0.010	0.212	-0.023	-0.256	0.195	0.094	0.116	-0.145	0.158	0.140	-0.073	0.121	-0.076	0.189	0.017	0.372	1.000	0.202	-0.142	0.109
Timezone	0.173	0.417	0.198	0.990	0.072	0.237	0.200	0.252	0.541	0.960	0.207	0.716	0.515	0.283	0.275	0.351	0.178	0.935	0.202	1.000	0.199	0.278
Total_Fat	0.437	0.273	0.843	0.075	-0.013	0.671	0.890	0.006	0.318	-0.141	0.016	0.087	0.108	0.093	0.793	0.079	0.938	0.315	-0.142	0.199	1.000	0.483
Trans_Fat	0.304	0.300	0.420	0.214	-0.018	0.156	0.468	-0.124	-0.106	0.234	-0.182	0.146	-0.062	-0.209	0.321	-0.230	0.558	0.371	0.109	0.278	0.483	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Store_ID	Store_Name	Ownership_Type	Street_Address	City	State	Country	Postcode	Phone_Number	Timezone	Longitude	Latitude	Revenue	Profits	Gross_Profit_Margin	Number_of_Employees	Customers	Best_Selling_Item	Category	Serve_Size	Energy	Protein	Total_Fat	Saturated_Fat	Trans_Fat	Cholestrol	Carbohydrates	Sugars	Dietary_Fibre	Sodium
0	23149-228271	Banjara Hills	Joint Venture	Lower Ground Floor, GVK One, Road Number 1, Banjara Hills	Hyderabad	AP	IN	500034	NaN	GMT+05:30 Asia/New_Delhi	78.45	17.42	2.117344	0.171584	0.747732	34.311197	3979.583117	Egg & Cheese Muﬃn	Breakfast	112	290	14	13.0	7.0	0.2	244	28	2	2	620
1	23191-228548	Kukatpally	Joint Venture	Upper Ground Floor, Forum Sujana Mall, Kukatpally	Hyderabad	AP	IN	500072	NaN	GMT+05:30 Asia/New_Delhi	78.39	17.48	1.058504	0.054645	0.442299	25.487533	1156.010620	Sausage McMuﬀm	Breakfast	112	273	16	11.0	5.7	0.2	50	28	2	2	950
2	23193-228546	Madhapur	Joint Venture	Lower Ground Floor, Inorbit Mall, Madhapur	Hyderabad	AP	IN	500081	NaN	GMT+05:30 Asia/New_Delhi	78.39	17.43	4.505020	0.663867	0.933588	54.208502	10346.720786	Sausage & Egg McMuﬀm	Breakfast	157	355	22	17.0	7.9	0.2	277	29	2	2	1020
3	23180-228545	Jubilee Hills	Joint Venture	Ground Floor, Road No. 92, Near Apollo hospital, Jubilee Hills	Hyderabad	AP	IN	500033	NaN	GMT+05:30 Asia/New_Delhi	78.42	17.42	3.405530	0.397835	0.934559	45.046083	7414.746544	Veg McMuﬀm	Breakfast	119	299	10	12.0	7.2	0.2	21	38	3	3	1000
4	24457-238129	Hi-Tech City	Joint Venture	Upper Ground Floor, Phoenix tower A, Opposite Trident Hotel, Madhapur Village	Hyderabad	AP	IN	500084	NaN	GMT+05:30 Asia/New_Delhi	78.38	17.45	7.332713	1.656524	0.252461	77.772607	17887.234107	Veg Supreme Muﬃn	Breakfast	139	299	7	13.0	5.2	0.2	11	39	4	4	960
5	23664-232349	Mindspace	Joint Venture	Mindspace, Hitech City	Hyderabad	AP	IN	500081	NaN	GMT+05:30 Asia/New_Delhi	78.38	17.45	3.119602	0.339656	0.910604	42.663350	6652.272103	Hot Cakes with Maple Syrup	Breakfast	142 g	372	6	10.0	6.4	0.4	16	64	2	2	630
6	20874-208485	Punjabi Bagh	Joint Venture	1/83, Ground Floor , Club Road, West Punjabi Bagh	Delhi	DL	IN	110026	NaN	GMT+05:30 Asia/New_Delhi	77.13	28.67	5.195257	0.865192	0.857486	59.960479	12187.353130	Hash Brown	Breakfast	64	166	2	10.0	4.8	0.1	1	16	2	2	370
7	29491-254065	T3 Domestic Arrivals	Joint Venture	IGI Airport	Delhi	DL	IN	110037	NaN	GMT+05:30 Asia/New_Delhi	77.12	28.57	7.731529	1.832271	0.077759	81.096072	18950.743126	McEgg Burger	Breakfast	115	281	12	12.0	3.8	0.1	227	32	2	2	700
8	22446-221249	HUDA Metro Station	Joint Venture	Ground Floor, South Wing, HUDA Metro Station	Gurgaon	DL	IN	122009	NaN	GMT+05:30 Asia/New_Delhi	77.07	28.46	2.114048	0.171123	0.746994	34.283731	3970.793786	Chicken Maharaja Mac	Sandwiches and Wraps	246	545	26	26.0	8.9	0.2	64	52	7	5	1030
9	23392-229965	R K Puram	Joint Venture	Sangam Courtyard, Major Somnath Marg, Sector 9, R.K Puram	New Delhi	DL	IN	110021	NaN	GMT+05:30 Asia/New_Delhi	77.17	28.57	4.654164	0.705127	0.922076	55.451369	10744.438002	McChicken	Sandwiches and Wraps	173 g	431	15	20.0	6.0	0.2	31	49	5	3	840

	Store_ID	Store_Name	Ownership_Type	Street_Address	City	State	Country	Postcode	Phone_Number	Timezone	Longitude	Latitude	Revenue	Profits	Gross_Profit_Margin	Number_of_Employees	Customers	Best_Selling_Item	Category	Serve_Size	Energy	Protein	Total_Fat	Saturated_Fat	Trans_Fat	Cholestrol	Carbohydrates	Sugars	Dietary_Fibre	Sodium
330	8650-20641	Billerica	Company Owned	199 Boston Road, Unit 15	Billerica	MA	US	18622328	978-436-9180	GMT-05:00 America/New_York	-71.29	42.58	20.306558	1.661392	7.136423	65.161596	4054.292428	Shamrock Shake (Medium)	Smoothies & Shakes	453	660	14	19.0	12.0	1.0	75	109	93	0	210
331	22253-218826	1304 Commonwealth Ave.	Company Owned	1304 Commonwealth Avenue	Boston	MA	US	2134	6175661074	GMT-05:00 America/New_York	-71.13	42.35	15.771203	3.639621	0.374101	52.203436	18354.533525	Shamrock Shake (Large)	Smoothies & Shakes	623	820	18	23.0	15.0	1.0	90	135	115	0	260
332	7544-27387	755 Boylston St	Company Owned	755 Boylston Street, Trilogy	Boston	MA	US	21162618	617-450-0310	GMT-05:00 America/New_York	-71.08	42.35	34.104892	6.474070	3.881361	104.585406	14423.505356	McFlurry with M&M’s Candies (Small)	Smoothies & Shakes	310	650	13	23.0	14.0	0.5	50	96	89	1	180
333	11726-105182	Fenway Triangle Trilogy	Company Owned	142-148 Brookline Avenue	Boston	MA	US	22153907	6178676545	GMT-05:00 America/New_York	-71.10	42.34	39.418928	9.913800	-0.862015	119.768365	20343.852046	McFlurry with M&M’s Candies (Medium)	Smoothies & Shakes	460	930	20	33.0	20.0	1.0	75	139	128	2	260
334	25967-242726	Smiths Fort Mohave #473	Licensed	4747 Highway 95	Fort Mohave	AZ	US	86426	9283303700	GMT+000000 America/Phoenix	-114.60	35.02	21.550951	3.344321	4.095286	68.717002	11097.476119	McFlurry with M&M’s Candies (Snack)	Smoothies & Shakes	207	430	9	15.0	10.0	0.0	35	64	59	1	120
335	74975-101172	Safeway - Fort Mohave #1474	Licensed	4823 S Hwy 95	Fort Mohave	AZ	US	864268314	928-704-4433	GMT+000000 America/Phoenix	-114.60	35.02	16.385388	1.435465	5.549639	53.958251	4610.217597	McFlurry with Oreo Cookies (Small)	Smoothies & Shakes	285 g	510	12	17.0	9.0	0.5	45	80	64	1	280
336	5586-1312	E. Palisades & Ave of the Fountain	Company Owned	16425 E. Palisades Blvd., Suite 101	Fountain Hills	AZ	US	852683754	480-816-6969	GMT+000000 America/Phoenix	-111.73	33.61	34.332408	8.797738	-1.109802	105.235450	20800.164800	McFlurry with Oreo Cookies (Medium)	Smoothies & Shakes	381	690	15	23.0	12.0	1.0	55	106	85	1	380
337	74539-65039	Safeway - Fountain Hills #1291	Licensed	13733 Fountain Hills Blvd	Fountain Hills	AZ	US	852683730	480-837-0287	GMT+000000 America/Phoenix	-111.73	33.61	22.207862	6.406169	-2.291679	70.593890	23892.544328	McFlurry with Oreo Cookies (Snack)	Smoothies & Shakes	190	340	8	11.0	6.0	0.0	30	53	43	1	190
338	20344-204610	Target Fountain Hills T-1432	Licensed	16825 E. Shea Boulevard	Fountain Hills	AZ	US	85268	480-837-8557	GMT+000000 America/Phoenix	-111.72	33.57	48.744926	7.053339	10.387101	146.414075	10091.097751	McFlurry with Reese's Peanut Butter Cups (Medium)	Smoothies & Shakes	403	810	21	32.0	15.0	1.0	60	114	103	2	400
339	76302-96624	Super Target Gilbert ST-1960	Licensed	3931 S Gilbert Rd	Gilbert	AZ	US	852972004	480-281-0201	GMT+000000 America/Phoenix	-111.79	33.28	20.228584	2.843867	4.493540	64.938810	9696.310312	McFlurry with Reese's Peanut Butter Cups (Snack)	Smoothies & Shakes	202	410	10	16.0	8.0	0.0	30	57	51	1	200

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values